[Django]-Where and how to configure django-cms's djangocms_text_ckeditor to strip <p> tags?

I can answer this question myself:
To configure the editor you use the settings.py and just add this:

    CKEDITOR_SETTINGS = {
    'autoParagraph': False
}

This configuration inserts valid javascript configuration in the ckeditor javascript files.